Ensemble Methods
10 April, 2024
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I am Ayush.
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\[\hat f_{avg} (x) = 1/B sum_{b=1}^B \hat f^b (x)\]
Hold up..
Boosting has three tuning parameters
d - the number of splits in each tree, which controls the complexity of the boosted model
m predictors are chosen from the total of p predictorsm predictors is taken at each split